{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 条件语句"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "x = 0"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "x等于0\n"
     ]
    }
   ],
   "source": [
    "if x < 0:\n",
    "    print('x小于0')\n",
    "elif(x > 0):\n",
    "    print('x大于0')\n",
    "else:\n",
    "    print('x等于0')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "请输入你的分数100\n"
     ]
    }
   ],
   "source": [
    "# input 读取键盘输入\n",
    "score = input('请输入你的分数')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'100'"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "score"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 循环语句"
   ]
  },
  {
   "attachments": {
    "image.png": {
     "image/png": 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"
    }
   },
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "![image.png](attachment:image.png)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "banana\n",
      "apple\n",
      "orange\n"
     ]
    }
   ],
   "source": [
    "fruits = ['banana','apple','orange']\n",
    "for fruit in fruits:\n",
    "    print(fruit)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### range(起始索引，结束索引，步长)，区间左闭右开"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1\n",
      "3\n",
      "5\n",
      "7\n",
      "9\n"
     ]
    }
   ],
   "source": [
    "for i in range(1,10,2):\n",
    "    print(i)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "total = 0"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "10100\n"
     ]
    }
   ],
   "source": [
    "for i in range(1,101):\n",
    "    total = total + i\n",
    "print(total)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [],
   "source": [
    "# 还有while"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 其他控制语句"
   ]
  },
  {
   "attachments": {
    "image.png": {
     "image/png": 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"
    }
   },
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "![image.png](attachment:image.png)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 列表推导式"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[0, 1, 4, 9, 16, 25, 36, 49, 64, 81]"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "list_a = [x ** 2 for x in range(10)]\n",
    "list_a"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[16, 25, 36, 49, 64, 81]"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "list_b = [x **2 for x in range(10) if x > 3]\n",
    "list_b"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.4"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
